Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 28 October 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Aurora over the 6 months to 28 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
England > London
6 months to
28 Oct 2021		 Same period 2020 Same period 2019
Rank 344 447 572
Rank change year-on-year +103 +125 +212
Permanent jobs citing Amazon Aurora 465 20 176
As % of all permanent jobs advertised in London 0.91% 0.10% 0.32%
As % of the Database & Business Intelligence category 2.87% 0.35% 1.11%
Number of salaries quoted 227 15 165
10th Percentile £76,500 £49,650 £57,650
25th Percentile £87,500 £55,000 £65,000
Median annual salary (50th Percentile) £95,000 £75,000 £87,500
Median % change year-on-year +26.67% -14.29% +29.63%
75th Percentile £132,500 £89,375 £118,750
90th Percentile " £100,000 £122,500
England median annual salary £95,000 £75,000 £75,000
% change year-on-year +26.67% - +20.00%

Amazon Aurora is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 16,191 5,739 15,824
As % of all permanent IT jobs advertised in London 31.72% 28.77% 28.94%
Number of salaries quoted 9,618 4,893 13,216
10th Percentile £45,000 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £83,563
90th Percentile £107,500 £102,500 £100,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Amazon Aurora
Job Vacancy Trend in London

Job postings citing Amazon Aurora as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon Aurora in London

Amazon Aurora
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Aurora in London.

Salary trend for Amazon Aurora in London

Amazon Aurora
Salary Histogram in London

Salary distribution for jobs citing Amazon Aurora in London over the 6 months to 28 October 2021.

Salary histogram for Amazon Aurora in London

Amazon Aurora
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the London region over the 6 months to 28 October 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -53 16 £82,500 +37.50% 4
South London -13 13 £75,000 +48.51%
East London - 4 £85,000 -
West London - 1 £67,500 - 1
Amazon Aurora
England

For the 6 months to 28 October 2021, IT jobs citing Amazon Aurora also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Amazon Aurora.

1 429 (92.26%) AWS
2 348 (74.84%) Agile Software Development
3 296 (63.66%) Serverless
4 294 (63.23%) Software Engineering
5 284 (61.08%) Microservices
6 280 (60.22%) Python
7 268 (57.63%) Java
8 259 (55.70%) AWS Lambda
9 249 (53.55%) Finance
10 208 (44.73%) SQL
10 208 (44.73%) Docker
11 201 (43.23%) Amazon EC2
12 198 (42.58%) Test Automation
12 198 (42.58%) Web Services
13 194 (41.72%) Banking
14 182 (39.14%) React
15 179 (38.49%) Investment Management
16 176 (37.85%) Hedge funds
16 176 (37.85%) Asset Management
17 171 (36.77%) Amazon Athena
18 164 (35.27%) JavaScript
19 161 (34.62%) Data Management
20 159 (34.19%) Amazon ECS
21 158 (33.98%) QA
22 153 (32.90%) gRPC
23 148 (31.83%) Pricing Data
23 148 (31.83%) Project Delivery
23 148 (31.83%) Enterprise Data Management
24 145 (31.18%) MySQL
25 143 (30.75%) Kubernetes

Amazon Aurora
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 36 (7.74%) Elasticsearch
2 28 (6.02%) Apache Airflow
3 25 (5.38%) Apache Spark
4 7 (1.51%) CMS
4 7 (1.51%) Confluence
5 6 (1.29%) Drupal
5 6 (1.29%) WordPress
6 5 (1.08%) Apache
7 2 (0.43%) IBM Domino
8 1 (0.22%) IIS
8 1 (0.22%) nginx
Applications
1 2 (0.43%) Spreadsheet
2 1 (0.22%) Microsoft PowerPoint
Cloud Services
1 429 (92.26%) AWS
2 296 (63.66%) Serverless
3 259 (55.70%) AWS Lambda
4 201 (43.23%) Amazon EC2
5 159 (34.19%) Amazon ECS
6 87 (18.71%) Amazon S3
7 61 (13.12%) GCP
8 58 (12.47%) GitHub
9 48 (10.32%) Azure
9 48 (10.32%) SaaS
10 46 (9.89%) AWS CloudFormation
11 38 (8.17%) Amazon Cognito
12 29 (6.24%) Cloud Computing
12 29 (6.24%) Datadog
13 22 (4.73%) Amazon SQS
13 22 (4.73%) Basecamp
13 22 (4.73%) Heroku
14 16 (3.44%) Amazon ElastiCache
15 15 (3.23%) PaaS
16 12 (2.58%) AWS Step Functions
Communications & Networking
1 70 (15.05%) HTTP
2 7 (1.51%) Firewall
2 7 (1.51%) VPN
3 5 (1.08%) DNS
4 1 (0.22%) ATM
4 1 (0.22%) Kerberos
4 1 (0.22%) Reverse Proxy
Database & Business Intelligence
1 171 (36.77%) Amazon Athena
2 145 (31.18%) MySQL
3 109 (23.44%) Redis
4 105 (22.58%) PostgreSQL
5 90 (19.35%) NoSQL
6 63 (13.55%) Amazon DynamoDB
7 58 (12.47%) SQL Server
8 53 (11.40%) Amazon RDS
9 42 (9.03%) Amazon Redshift
10 35 (7.53%) MongoDB
11 31 (6.67%) Relational Database
12 23 (4.95%) Presto
13 19 (4.09%) OLTP
14 15 (3.23%) RDBMS
15 8 (1.72%) Big Data
16 7 (1.51%) Data Warehouse
16 7 (1.51%) Hadoop
17 5 (1.08%) MariaDB
18 4 (0.86%) Metadata
18 4 (0.86%) Oracle Database
Development Applications
1 121 (26.02%) Git (software)
2 59 (12.69%) GitLab
3 55 (11.83%) Jenkins
4 48 (10.32%) JIRA
5 31 (6.67%) Selenium
6 30 (6.45%) Log4Net
6 30 (6.45%) NUnit
6 30 (6.45%) SpecFlow
6 30 (6.45%) webpack
7 24 (5.16%) CircleCI
8 22 (4.73%) Capybara
8 22 (4.73%) Pivotal Tracker
8 22 (4.73%) RSpec
9 21 (4.52%) Bitbucket
10 20 (4.30%) Cypress.io
11 19 (4.09%) Babel
12 11 (2.37%) Atlassian Bamboo
13 7 (1.51%) Jasmine
14 6 (1.29%) ERwin
14 6 (1.29%) PowerDesigner
General
1 249 (53.55%) Finance
2 194 (41.72%) Banking
3 43 (9.25%) Analytical Skills
4 29 (6.24%) Marketing
5 28 (6.02%) Front Office
6 19 (4.09%) Billing
6 19 (4.09%) Social Skills
7 10 (2.15%) Retail
8 5 (1.08%) Legal
9 4 (0.86%) Advertising
10 3 (0.65%) Public Sector
11 1 (0.22%) Financial Institution
Job Titles
1 248 (53.33%) Software Engineer
2 214 (46.02%) Developer
3 155 (33.33%) AWS Engineer
4 148 (31.83%) AWS Software Engineer
5 136 (29.25%) Developer/Software Engineer
6 109 (23.44%) AWS Developer
6 109 (23.44%) Python Engineer
7 98 (21.08%) Python Software Engineer
8 79 (16.99%) Java Engineer
9 78 (16.77%) Java Software Engineer
9 78 (16.77%) Python Developer
10 64 (13.76%) Java Developer
11 58 (12.47%) Java Software Developer
12 56 (12.04%) Senior Software Engineer
13 47 (10.11%) Data Engineer
13 47 (10.11%) Senior Developer
14 43 (9.25%) Lead Software Engineer
15 36 (7.74%) .NET Developer
16 19 (4.09%) Full Stack Developer
16 19 (4.09%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 198 (42.58%) Web Services
2 182 (39.14%) React
3 153 (32.90%) gRPC
4 106 (22.80%) Kafka
5 84 (18.06%) Node.js
5 84 (18.06%) Vue.js
6 76 (16.34%) AngularJS
7 52 (11.18%) RabbitMQ
8 49 (10.54%) React Native
9 48 (10.32%) REST
10 43 (9.25%) .NET
10 43 (9.25%) CSS
10 43 (9.25%) HTML
11 40 (8.60%) .NET Core
12 37 (7.96%) Redux
13 31 (6.67%) JSON
14 30 (6.45%) ASP.NET Web API
14 30 (6.45%) J2EE
14 30 (6.45%) SignalR
15 29 (6.24%) Next.js
Miscellaneous
1 176 (37.85%) Hedge funds
2 148 (31.83%) Pricing Data
3 28 (6.02%) Derivative
3 28 (6.02%) Fixed Income
4 27 (5.81%) User Experience
5 23 (4.95%) Cloud Native
6 19 (4.09%) Credit Risk
7 13 (2.80%) CMDB
8 11 (2.37%) Data Structures
8 11 (2.37%) Enterprise Software
9 7 (1.51%) e-Learning
10 6 (1.29%) Greenfield Project
11 5 (1.08%) Client/Server
11 5 (1.08%) Data Centre
11 5 (1.08%) Legacy Systems
12 4 (0.86%) Algorithms
12 4 (0.86%) Replication
13 3 (0.65%) Data Protection Act
13 3 (0.65%) Public Cloud
13 3 (0.65%) Social Media
Operating Systems
1 23 (4.95%) Unix
2 11 (2.37%) Linux
3 8 (1.72%) Windows
4 4 (0.86%) Android
4 4 (0.86%) Apple iOS
5 1 (0.22%) VMS
Processes & Methodologies
1 348 (74.84%) Agile Software Development
2 294 (63.23%) Software Engineering
3 284 (61.08%) Microservices
4 198 (42.58%) Test Automation
5 179 (38.49%) Investment Management
6 176 (37.85%) Asset Management
7 161 (34.62%) Data Management
8 148 (31.83%) Enterprise Data Management
8 148 (31.83%) Project Delivery
9 132 (28.39%) Full Stack Development
10 131 (28.17%) Data Science
11 127 (27.31%) Artificial Intelligence
12 92 (19.78%) TDD
13 78 (16.77%) DevOps
14 75 (16.13%) Analytics
15 69 (14.84%) Pair Programming
16 64 (13.76%) Data Analytics
17 63 (13.55%) Continuous Integration
18 57 (12.26%) BDD
19 55 (11.83%) High Availability
Programming Languages
1 280 (60.22%) Python
2 268 (57.63%) Java
3 208 (44.73%) SQL
4 164 (35.27%) JavaScript
5 77 (16.56%) PHP
6 45 (9.68%) C#
7 39 (8.39%) TypeScript
8 33 (7.10%) PowerShell
9 29 (6.24%) Groovy
10 27 (5.81%) Ruby
11 25 (5.38%) Scala
12 19 (4.09%) Kotlin
13 14 (3.01%) ES6
14 13 (2.80%) PHP 7
15 10 (2.15%) Go
16 8 (1.72%) PHP 5
17 4 (0.86%) Bash Shell
17 4 (0.86%) C
18 2 (0.43%) PL/SQL
18 2 (0.43%) Shell Script
Qualifications
1 19 (4.09%) Degree
2 15 (3.23%) SC Cleared
2 15 (3.23%) Security Cleared
3 12 (2.58%) Master's Degree
4 5 (1.08%) DBS Check
5 1 (0.22%) AWS Certification
5 1 (0.22%) Computer Science Degree
5 1 (0.22%) CTC Cleared
Quality Assurance & Compliance
1 158 (33.98%) QA
2 4 (0.86%) Data Quality
2 4 (0.86%) SLA
System Software
1 208 (44.73%) Docker
Systems Management
1 143 (30.75%) Kubernetes
2 94 (20.22%) Terraform
3 59 (12.69%) Ansible
4 42 (9.03%) Grafana
5 30 (6.45%) Graphite
5 30 (6.45%) Graylog
5 30 (6.45%) Opsgenie
6 23 (4.95%) Istio
7 7 (1.51%) Prometheus
8 6 (1.29%) Puppet
9 5 (1.08%) Packer
9 5 (1.08%) Pingdom
10 3 (0.65%) Opscode Chef
11 1 (0.22%) Consul
11 1 (0.22%) Salt
Vendors
1 38 (8.17%) Google
2 23 (4.95%) Oracle
3 12 (2.58%) Samsung
3 12 (2.58%) Sybase
4 8 (1.72%) BT
5 7 (1.51%) Apple
6 6 (1.29%) Databricks
6 6 (1.29%) IBM
6 6 (1.29%) Netlify
7 5 (1.08%) Microsoft
7 5 (1.08%) New Relic
7 5 (1.08%) PagerDuty
8 4 (0.86%) GoldenSource
9 3 (0.65%) Cadence
10 1 (0.22%) SaltStack